feat(pair-corpus-honesty): deterministic provenance fingerprint at scan time

Task 6.1.

- provenance.py: classify a checkout as human / agent / mixed / unknown
  from deterministic signals only (.claude/, AGENTS.md, Lovable meta,
  agent git trailers on a bounded commit sample); no model involved.
- cli scan runs a `provenance` stage; the manifest records the result.

Co-Authored-By: Claude Fable 5.1 <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
This commit is contained in:
Marius Ciepluch
2026-09-05 10:45:43 +02:00
co-authored by Claude Fable 5.1
parent c0b9e41000
commit 25fa7aa7e1
4 changed files with 180 additions and 0 deletions
+3
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@@ -54,6 +54,7 @@ from .pairs import (
) )
from .policy import assert_rules_resolve, load_policy from .policy import assert_rules_resolve, load_policy
from .preprocess import preprocess_repository, write_preprocess_artifact from .preprocess import preprocess_repository, write_preprocess_artifact
from .provenance import fingerprint
from .provider.openrouter import OpenRouterEmbeddingClient, OpenRouterError from .provider.openrouter import OpenRouterEmbeddingClient, OpenRouterError
from .rank import rank_targets, write_rankings from .rank import rank_targets, write_rankings
from .regress import TRIGGERABLE, CandidateVerdict, run_regression, write_verdicts from .regress import TRIGGERABLE, CandidateVerdict, run_regression, write_verdicts
@@ -223,6 +224,7 @@ def _run_scan(path: Path, config_path: Path, mode: str, fail_on: str) -> ScanOut
write_entry_points(entry_points, run.root / "mapping" / "entry_points.json") write_entry_points(entry_points, run.root / "mapping" / "entry_points.json")
targets = attach_reachability_hints(targets, entry_points) targets = attach_reachability_hints(targets, entry_points)
write_preprocess_artifact(snapshot, targets, run.root / "preprocess" / "file_targets.json") write_preprocess_artifact(snapshot, targets, run.root / "preprocess" / "file_targets.json")
provenance = runtime.run_stage("provenance", lambda: fingerprint(run.target))
rankings = runtime.run_stage("rank", lambda: rank_targets(targets)) rankings = runtime.run_stage("rank", lambda: rank_targets(targets))
prior_learnings = load_false_positive_learnings(ledger_path) prior_learnings = load_false_positive_learnings(ledger_path)
rankings, calibrations = runtime.run_stage("calibrate", lambda: calibrate_rankings(rankings, prior_learnings)) rankings, calibrations = runtime.run_stage("calibrate", lambda: calibrate_rankings(rankings, prior_learnings))
@@ -520,6 +522,7 @@ def _run_scan(path: Path, config_path: Path, mode: str, fail_on: str) -> ScanOut
stages=stages_payload(plan), stages=stages_payload(plan),
complexity=complexity_payload, complexity=complexity_payload,
worth_fixing=worth_fixing_payload, worth_fixing=worth_fixing_payload,
provenance=provenance.to_dict(),
), ),
) )
runtime.finish(status="succeeded") runtime.finish(status="succeeded")
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@@ -0,0 +1,117 @@
"""Deterministic provenance fingerprint: does this tree look agent-authored?
pair-corpus-honesty Requirement 6. Signals are files and directories that agent
tooling leaves behind, generation markers in text, and git co-author trailers
over a bounded commit sample. No model is consulted. ``synthetic`` is never
produced by a scan; it is a catalog declaration only.
"""
from __future__ import annotations
import re
import subprocess
from dataclasses import dataclass
from pathlib import Path
PROVENANCE_VALUES = ("human", "agent", "mixed", "synthetic")
AGENT_SHARE_THRESHOLD = 0.85 # VibeApps method: >=85% of sampled commits carry an agent signal
DEFAULT_SAMPLE_COMMITS = 200
_AGENT_PATHS = (
".claude",
"CLAUDE.md",
"AGENTS.md",
".cursor",
".cursorrules",
".windsurf",
".windsurfrules",
".github/copilot-instructions.md",
".codex",
".jules",
".kiro",
".opencode",
)
_MARKERS = (
("Generated with Claude Code", "marker:claude-code"),
('<meta name="author" content="Lovable"', "marker:lovable"),
("lovable.dev", "marker:lovable"),
("bolt.new", "marker:bolt"),
("Made with Cursor", "marker:cursor"),
)
_TRAILER_RE = re.compile(
r"^(?:co-authored-by|generated-by|signed-off-by):\s*.*?(claude|codex|copilot|cursor|devin|jules|gemini|windsurf|aider|openai)\b",
re.IGNORECASE | re.MULTILINE,
)
_GENERATED_RE = re.compile(r"generated with (claude code|codex|cursor|copilot|devin|jules)", re.IGNORECASE)
_MARKER_FILES = ("index.html", "README.md", "readme.md", "package.json")
@dataclass(frozen=True)
class Provenance:
value: str
signals: tuple[str, ...]
sampled_commits: int = 0
agent_commits: int = 0
def to_dict(self) -> dict[str, object]:
return {
"value": self.value,
"signals": list(self.signals),
"sampled_commits": self.sampled_commits,
"agent_commits": self.agent_commits,
}
def fingerprint(root: Path, *, git: bool = True, sample_commits: int = DEFAULT_SAMPLE_COMMITS) -> Provenance:
"""Classify ``root`` from deterministic signals only. Never raises into a scan."""
signals: list[str] = []
for relative in _AGENT_PATHS:
if (root / relative).exists():
signals.append(f"path:{relative}")
for name in _MARKER_FILES:
path = root / name
if not path.is_file():
continue
try:
text = path.read_text(errors="ignore")[:200_000]
except OSError:
continue
for needle, label in _MARKERS:
if needle in text and label not in signals:
signals.append(label)
sampled = agent = 0
if git:
sampled, agent, git_signal = _git_trailers(root, sample_commits)
if git_signal:
signals.append(git_signal)
if sampled and agent / sampled >= AGENT_SHARE_THRESHOLD:
value = "agent"
elif any(not signal.startswith("git:") for signal in signals) or agent:
value = "mixed"
else:
value = "human"
return Provenance(value=value, signals=tuple(signals), sampled_commits=sampled, agent_commits=agent)
def _git_trailers(root: Path, sample_commits: int) -> tuple[int, int, str]:
"""(sampled, agent-signalled, signal-label). Missing git is a signal, not an error."""
if sample_commits <= 0:
return 0, 0, ""
try:
completed = subprocess.run(
["git", "-C", str(root), "log", f"-{sample_commits}", "--format=%H%x00%B%x1e"],
capture_output=True,
text=True,
timeout=20,
check=False,
)
except (OSError, subprocess.SubprocessError):
return 0, 0, "git:unavailable"
if completed.returncode != 0:
return 0, 0, "git:unavailable"
entries = [entry for entry in completed.stdout.split("\x1e") if entry.strip()]
sampled = len(entries)
agent = sum(1 for entry in entries if _TRAILER_RE.search(entry) or _GENERATED_RE.search(entry))
if not sampled:
return 0, 0, "git:no-commits"
return sampled, agent, f"git:trailers {agent}/{sampled}"
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@@ -173,6 +173,7 @@ def write_manifest(
stages: dict[str, object] | None = None, stages: dict[str, object] | None = None,
complexity: dict[str, object] | None = None, complexity: dict[str, object] | None = None,
worth_fixing: dict[str, object] | None = None, worth_fixing: dict[str, object] | None = None,
provenance: dict[str, object] | None = None,
) -> None: ) -> None:
path.parent.mkdir(parents=True, exist_ok=True) path.parent.mkdir(parents=True, exist_ok=True)
verification_by_id = _verification_by_id(verifications) verification_by_id = _verification_by_id(verifications)
@@ -207,6 +208,8 @@ def write_manifest(
payload["complexity"] = complexity payload["complexity"] = complexity
if worth_fixing is not None: if worth_fixing is not None:
payload["worth_fixing"] = worth_fixing payload["worth_fixing"] = worth_fixing
if provenance is not None:
payload["provenance"] = provenance
path.write_text(json.dumps(payload, indent=2, sort_keys=True) + "\n") path.write_text(json.dumps(payload, indent=2, sort_keys=True) + "\n")
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@@ -0,0 +1,57 @@
"""Deterministic provenance fingerprint (pair-corpus-honesty Req 6)."""
from __future__ import annotations
import subprocess
from pathlib import Path
from openultrasast.provenance import AGENT_SHARE_THRESHOLD, fingerprint
def test_empty_tree_is_human_with_no_signals(tmp_path: Path) -> None:
result = fingerprint(tmp_path, git=False)
assert result.value == "human"
assert result.signals == ()
def test_agent_config_file_makes_tree_mixed(tmp_path: Path) -> None:
(tmp_path / "AGENTS.md").write_text("# agents\n")
(tmp_path / ".claude").mkdir()
result = fingerprint(tmp_path, git=False)
assert result.value == "mixed"
assert "path:AGENTS.md" in result.signals and "path:.claude" in result.signals
def test_lovable_marker_in_index_html(tmp_path: Path) -> None:
(tmp_path / "index.html").write_text('<html><head><meta name="author" content="Lovable" /></head></html>')
result = fingerprint(tmp_path, git=False)
assert result.value == "mixed"
assert "marker:lovable" in result.signals
def test_git_trailer_share_over_threshold_is_agent(tmp_path: Path) -> None:
subprocess.run(["git", "init", "-q", str(tmp_path)], check=True)
env = {"GIT_AUTHOR_NAME": "t", "GIT_AUTHOR_EMAIL": "t@x", "GIT_COMMITTER_NAME": "t", "GIT_COMMITTER_EMAIL": "t@x"}
for index in range(10):
(tmp_path / f"f{index}.py").write_text("x = 1\n")
subprocess.run(["git", "-C", str(tmp_path), "add", "."], check=True)
trailer = "\n\nCo-Authored-By: Claude <[email protected]>" if index < 9 else ""
subprocess.run(
["git", "-C", str(tmp_path), "commit", "-q", "-m", f"c{index}{trailer}"], check=True, env={**env, "PATH": "/usr/bin:/bin"}
)
result = fingerprint(tmp_path, git=True)
assert result.sampled_commits == 10 and result.agent_commits == 9
assert result.agent_commits / result.sampled_commits >= AGENT_SHARE_THRESHOLD
assert result.value == "agent"
assert any(signal.startswith("git:trailers") for signal in result.signals)
def test_git_unavailable_is_a_signal_not_an_error(tmp_path: Path) -> None:
result = fingerprint(tmp_path, git=True) # tmp_path is not a repository
assert result.value == "human"
assert "git:unavailable" in result.signals
def test_scan_never_reports_synthetic(tmp_path: Path) -> None:
(tmp_path / "CLAUDE.md").write_text("# claude\n")
assert fingerprint(tmp_path, git=False).value != "synthetic"